IDEAS home Printed from https://ideas.repec.org/a/igg/joris0/v6y2015i4p19-37.html
   My bibliography  Save this article

Model Predictive Control of a Forecasting Production System with Deteriorating Items

Author

Listed:
  • Abdelhak Mezghiche

    (Département de Recherche Opérationnelle, Université des Sciences et de la Technologie Houari Boumediène, Algiers, Algeria)

  • Mustapha Moulaï

    (Département de Recherche Opérationnelle, Université des Sciences et de la Technologie Houari Boumediène, Algiers, Algeria)

  • Lotfi Tadj

    (Department of Information Systems and Decision Sciences, Fairleigh Dickinson University, Vancouver, BC, Canada)

Abstract

The authors consider in this paper an integrated forecasting production system of the tracking type. The demand rate during a certain period depends on the demand rate of the previous period. Also, the demand rate depends on the inventory level. Items on the shelves are subject to deterioration. Using a model predictive control approach, the authors obtain the optimal production rate, the optimal inventory level, the optimal demand rate, and the optimal objective function value, explicitly in terms of the system parameters. A numerical example is presented.

Suggested Citation

  • Abdelhak Mezghiche & Mustapha Moulaï & Lotfi Tadj, 2015. "Model Predictive Control of a Forecasting Production System with Deteriorating Items," International Journal of Operations Research and Information Systems (IJORIS), IGI Global, vol. 6(4), pages 19-37, October.
    • Handle: RePEc:igg:joris0:v:6:y:2015:i:4:p:19-37
    as

    Download full text from publisher

    File URL: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJORIS.2015100102
    Download Restriction: no
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alireza Pooya & Morteza Pakdaman & Lotfi Tadj, 2019. "Exact and approximate solution for optimal inventory control of two-stock with reworking and forecasting of demand," Operational Research, Springer, vol. 19(2), pages 333-346, June.
    2. Alireza Pooya & Morteza Pakdaman, 2019. "Optimal control model for finite capacity continuous MRP with deteriorating items," Journal of Intelligent Manufacturing, Springer, vol. 30(5), pages 2203-2215, June.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:igg:joris0:v:6:y:2015:i:4:p:19-37. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journal Editor (email available below). General contact details of provider: https://www.igi-global.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.